You wanna' see crime rates drop? - Make the penalties much more harsh. Go to Singapore and get caught with cocaine: Death. Steal something? No worries, we just cut off your hands. Crime rates there? ZERO. None. Doesn't exist.

Watch a few people get publicly caned - and then carried off like a sack of bloody meat - and people act a WHOLE lot friendlier.